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Nonlinear Processes in Geophysics An interactive open-access journal of the European Geosciences Union
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Volume 21, issue 4
Nonlin. Processes Geophys., 21, 777–795, 2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

Special issue: Physics-driven data mining in climate change and weather...

Nonlin. Processes Geophys., 21, 777–795, 2014
© Author(s) 2014. This work is distributed under
the Creative Commons Attribution 3.0 License.

Research article 28 Jul 2014

Research article | 28 Jul 2014

Toward enhanced understanding and projections of climate extremes using physics-guided data mining techniques

A. R. Ganguly et al.

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Cited articles

Alexander, L. and Perkins, S.: Debate heating up over changes in climate variability, Environ. Res. Lett., 8, 041001,, 2013.
Armbrust, M., Stoica, I., Zaharia, M., Fox, A., Griffith, R., Joseph, A. D., Katz, R., Konwinski, A., Lee, G., Patterson, D., and Rabkin, A.: A view of cloud computing, Commun. ACM, 53, 50–58,, 2010.
Bain, C. L., De Paz, J., Kramer, J., Magnusdottir, G., Smyth, P., Stern, H., and Wang, C.: Detecting the ITCZ in Instantaneous Satellite Data using Spatiotemporal Statistical Modeling: ITCZ Climatology in the East Pacific, J. Climate, 24, 216–230,, 2011.
Balakrishnan, S., Rinaldo, A., Singh, A., and Wasserman, L.: Tight Lower Bounds for Homology Inference, arXiv:1307.7666, 2013a.
Balakrishnan, S., Narayanan, S., Rinaldo, A., Singh, A., and Wasserman, L.: Cluster Trees on Manifold, in: Neural Information Processing Systems 2013, Lake Tahoe, Nevada, USA, 26 pp., 2013b.
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